{"id":15980,"date":"2019-06-08T17:51:12","date_gmt":"2019-06-08T09:50:22","guid":{"rendered":"https:\/\/swarma.org\/?p=15980"},"modified":"2019-06-08T17:50:24","modified_gmt":"2019-06-08T09:50:24","slug":"ab97dc9a96","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=15980","title":{"rendered":"\u56fe\u4e0a\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u548c\u4f18\u5316 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u90125\u7bc7"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<div class=\"post-image\"><img class=\"\" style=\"height: 225px;width: 556px\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma4-1559987423.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><strong><span>\u6838<\/span><\/strong><strong><span>\u5fc3\u901f\u9012<\/span><\/strong><\/p>\n<p><span><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em\"><span>\u56fe\u4e0a\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u548c\u4f18\u5316;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span>\u4f7f\u7528\u591a\u4e2a\u6307\u6807\u6539\u8fdb\u56fe\u4e2d\u9690\u79c1\u7684\u5ea6\u91cf;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span>\u6211\u4eec\u80fd\u4ece\u8bed\u6599\u5e93\u4e2d\u5f97\u51fa\u660e\u663e\u548c\u9690\u542b\u7684\u504f\u89c1\u5417\uff1f;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span>\u901a\u8fc7\u5728\u624b\u673a\u4f17\u611f\u62cd\u5356\u4e2d\u60e9\u7f5a\u5197\u4f59\u4efb\u52a1\u5206\u914d\u6765\u6700\u5927\u5316\u51fa\u6e05\u7387;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em\"><span>\u53d1\u73b0\u5ba2\u6237\u8bc4\u4ef7\u4e2d\u5728\u7ebf\u6b3a\u8bc8\u7fa4\u4f53\u7684\u4e32\u901a\u884c\u4e3a;<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span style=\"font-size: 16px\">\u56fe\u4e0a\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u548c\u4f18\u5316<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">End to end learning and optimization on graphs<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.13732<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Bryan Wilder, Eric Ewing, Bistra Dilkina, Milind Tambe<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u5b9e\u9645\u5e94\u7528\u7a0b\u5e8f\u901a\u5e38\u5c06\u5b66\u4e60\u548c\u4f18\u5316\u95ee\u9898\u7ed3\u5408\u5728\u4e00\u8d77\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u7684\u76ee\u6807\u53ef\u80fd\u662f\u805a\u7c7b\u56fe\u4ee5\u4fbf\u68c0\u6d4b\u6709\u610f\u4e49\u7684\u793e\u533a\uff08\u6216\u89e3\u51b3\u5176\u4ed6\u5e38\u89c1\u7684\u56fe\u4f18\u5316\u95ee\u9898\uff0c\u4f8b\u5982\u8bbe\u65bd\u4f4d\u7f6e\uff0c\u6700\u5927\u9650\u5ea6\u7b49\uff09\u3002\u7136\u800c\uff0c\u901a\u5e38\u4ec5\u90e8\u5206\u5730\u89c2\u5bdf\u56fe\u6216\u76f8\u5173\u5c5e\u6027\uff0c\u5f15\u5165\u5b66\u4e60\u95ee\u9898\uff0c\u4f8b\u5982\u5fc5\u987b\u5728\u4f18\u5316\u4e4b\u524d\u89e3\u51b3\u7684\u94fe\u8def\u9884\u6d4b\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b9\u6cd5\uff0c\u5c06\u7528\u4e8e\u5e38\u89c1\u56fe\u4f18\u5316\u95ee\u9898\u7684\u53ef\u5fae\u4ee3\u7406\u96c6\u6210\u5230\u7528\u4e8e\u94fe\u8def\u9884\u6d4b\u7b49\u4efb\u52a1\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\u4e2d\u3002\u8fd9\u5141\u8bb8\u6a21\u578b\u5c06\u4e13\u6ce8\u4e8e\u5176\u9884\u6d4b\u5c06\u7528\u4e8e\u7684\u4e0b\u6e38\u4efb\u52a1\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u5728\u793a\u4f8b\u4f18\u5316\u4efb\u52a1\u4e0a\u83b7\u5f97\u7684\u6027\u80fd\uff0c\u4f18\u4e8e\u901a\u8fc7\u5c06\u6700\u5148\u8fdb\u7684\u94fe\u8def\u9884\u6d4b\u65b9\u6cd5\u4e0e\u4e13\u5bb6\u8bbe\u8ba1\u7684\u56fe\u4f18\u5316\u7b97\u6cd5\u76f8\u7ed3\u5408\u800c\u83b7\u5f97\u7684\u6027\u80fd\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u4f7f\u7528\u591a\u4e2a\u6307\u6807\u6539<\/strong><\/span><\/p>\n<p><span><strong>\u8fdb\u56fe\u4e2d\u9690\u79c1\u7684\u5ea6\u91cf<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Using Metrics Suites to Improve the Measurement of Privacy in Graphs<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.13264<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Isabel Wagner, Yuchen Zhao<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u793e\u4ea4\u56fe\u88ab\u5e7f\u6cdb\u7528\u4e8e\u79d1\u7814\uff08\u5982\u6d41\u884c\u75c5\u5b66\uff09\u548c\u5546\u4e1a\uff08\u5982\u63a8\u8350\u7cfb\u7edf\uff09\u3002\u4f46\u662f\uff0c\u5171\u4eab\u8fd9\u4e9b\u56fe\u8868\u4f1a\u5e26\u6765\u9690\u79c1\u98ce\u9669\uff0c\u56e0\u4e3a\u5b83\u4eec\u5305\u542b\u6709\u5173\u4e2a\u4eba\u7684\u654f\u611f\u4fe1\u606f\u3002\u56fe\u533f\u540d\u5316\u6280\u672f\u65e8\u5728\u4fdd\u62a4\u56fe\u4e2d\u7684\u5404\u4e2a\u7528\u6237\uff0c\u800c\u56fe\u53bb\u533f\u540d\u5316\u65e8\u5728\u91cd\u65b0\u8bc6\u522b\u7528\u6237\u3002\u901a\u5e38\u4f7f\u7528\u9690\u79c1\u5ea6\u91cf\u6765\u8bc4\u4f30\u533f\u540d\u5316\u548c\u53bb\u533f\u540d\u5316\u7b97\u6cd5\u7684\u6709\u6548\u6027\u3002\u4f46\u662f\uff0c\u76ee\u524d\u5c1a\u4e0d\u6e05\u695a\u73b0\u6709\u7684\u9690\u79c1\u6307\u6807\u5728\u56fe\u9690\u79c1\u4e2d\u4f7f\u7528\u65f6\u7684\u5f3a\u5f31\u7a0b\u5ea6\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u56fe\u533f\u540d\u5316\u548c\u53bb\u533f\u540d\u5316\u768426\u4e2a\u9690\u79c1\u5ea6\u91cf\uff0c\u5e76\u6839\u636e\u4e09\u4e2a\u6807\u51c6\u8bc4\u4f30\u8fd9\u4e9b\u9690\u79c1\u5ea6\u91cf\u6307\u6807\u7684\u5f3a\u5ea6\uff1a\u5355\u8c03\u6027\uff0c\u5747\u5300\u5ea6\uff0c\u5171\u4eab\u503c\u8303\u56f4\u3002\u6211\u4eec\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8868\u660e\uff0c\u6ca1\u6709\u4e00\u4e2a\u6307\u6807\u53ef\u4ee5\u5b8c\u7f8e\u5730\u6ee1\u8db3\u6240\u6709\u4e09\u4e2a\u6807\u51c6\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4f7f\u7528\u6765\u81ea\u591a\u6807\u51c6\u51b3\u7b56\u5206\u6790\u7684\u65b9\u6cd5\u6765\u805a\u5408\u5ea6\u91cf\u5957\u4ef6\u4e2d\u7684\u591a\u4e2a\u5ea6\u91cf\uff0c\u5e76\u4e14\u6211\u4eec\u663e\u793a\u8fd9\u4e9b\u5ea6\u91cf\u5957\u4ef6\u4e0e\u6700\u4f73\u5355\u4e2a\u5ea6\u91cf\u76f8\u6bd4\u6539\u5584\u4e86\u5355\u8c03\u6027\u3002\u8fd9\u4e00\u91cd\u8981\u7ed3\u679c\u4f7f\u5f97\u5bf9\u65b0\u56fe\u533f\u540d\u5316\u548c\u53bb\u533f\u540d\u5316\u7b97\u6cd5\u7684\u8bc4\u4f30\u66f4\u52a0\u5355\u8c03\uff0c\u4ece\u800c\u66f4\u51c6\u786e\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u6211\u4eec\u80fd\u4ece\u8bed\u6599\u5e93\u4e2d\u5f97<\/strong><\/span><\/p>\n<p><span><strong>\u51fa\u660e\u663e\u548c\u9690\u542b\u7684\u504f\u89c1\u5417\uff1f<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Can We Derive Explicit and Implicit Bias from Corpus?<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.13364<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Bo Wang, Baixiang Xue, Anthony G. Greenwald<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u57fa\u4e8e\u201c\u6f14\u8bb2\u8005\u7684\u9648\u8ff0\u4ee3\u8868\u4ed6\u4eec\u5bf9\u6982\u5ff5\u7684\u504f\u89c1\u201d\u8fd9\u4e00\u5047\u8bbe\uff0c\u8bed\u8a00\u662f\u6316\u6398\u6f14\u8bb2\u8005\u6001\u5ea6\u504f\u89c1\u7684\u4e00\u79cd\u5e38\u7528\u8d44\u6e90\u3002\u7136\u800c\uff0c\u5fc3\u7406\u5b66\u7814\u7a76\u8868\u660e\uff0c\u4eba\u4eec\u5728\u9648\u8ff0\u4e2d\u7684\u660e\u663e\u504f\u89c1\u53ef\u80fd\u4e0e\u5176\u9690\u542b\u7684\u504f\u89c1\u6709\u6240\u4e0d\u540c\u3002\u5c3d\u7ba1\u663e\u5f0f\u548c\u9690\u5f0f\u504f\u5dee\u5bf9\u4e8e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u90fd\u662f\u6709\u7528\u7684\uff0c\u4f46\u662f\u5f53\u524d\u7684\u81ea\u52a8\u6280\u672f\u4e0d\u80fd\u533a\u5206\u5b83\u4eec\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u53d7\u5230\u663e\u6027\u548c\u9690\u6027\u504f\u89c1\u7684\u5fc3\u7406\u6d4b\u91cf\u7684\u542f\u53d1\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u57fa\u4e8e\u8bed\u8a00\u81ea\u52a8\u518d\u73b0\u5927\u89c4\u6a21\u4eba\u7fa4\u5fc3\u7406\u6d4b\u91cf\u7684\u6280\u672f\u3002\u901a\u8fc7\u5c06\u6bcf\u4e2a\u5fc3\u7406\u6d4b\u91cf\u4e0e\u5305\u542b\u7279\u5b9a\u5355\u8bcd\u7ec4\u5408\u7684\u8bed\u53e5\u8054\u7cfb\u8d77\u6765\uff0c\u901a\u8fc7\u7406\u89e3\u76f8\u5e94\u7c7b\u522b\u8bed\u53e5\u7684\u60c5\u611f\uff0c\u6211\u4eec\u5f97\u51fa\u660e\u786e\u548c\u9690\u542b\u7684\u504f\u5dee\u3002\u5bf9\u4e2d\u82f1\u6587\u4e25\u8083\u5a92\u4f53\uff08\u7ef4\u57fa\u767e\u79d1\uff09\u548c\u975e\u4e25\u8083\u5a92\u4f53\uff08\u793e\u4ea4\u5a92\u4f53\uff09\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u6210\u529f\u5730\u91cd\u73b0\u4e86\u5bf9\u5927\u89c4\u6a21\u4eba\u53e3\u7684\u5c0f\u89c4\u6a21\u5fc3\u7406\u89c2\u5bdf\uff0c\u5e76\u53d6\u5f97\u4e86\u65b0\u7684\u53d1\u73b0\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u901a\u8fc7\u7ebf\u4e0a\u62cd\u5356\u4e2d\u60e9\u7f5a\u5197\u4f59<\/strong><\/span><\/p>\n<p><span><strong>\u4efb\u52a1\u5206\u914d\u6765\u6700\u5927\u5316\u62cd\u5356\u6e05\u9664\u7387<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Maximizing Clearance Rate by Penalizing Redundant Task Assignment in Mobile Crowdsensing Auctions<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.13563<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Maggie E. Gendy, Ahmad Al-Kabbany, Ehab F. Badran<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a<\/span><\/strong><span style=\"font-size: 15px\"> \u8be5\u7814\u7a76\u6d89\u53ca\u57fa\u4e8e\u62cd\u5356\u7684\u4efb\u52a1\u5206\u914d\u548c\u7ba1\u7406\u5728\u96c6\u4e2d\u5f0f\uff0c\u53c2\u4e0e\u5f0f\u79fb\u52a8\u7fa4\u4f53\uff08MCS\uff09\u7cfb\u7edf\u4e2d\u7684\u6709\u6548\u6027\u3002\u5728\u62cd\u5356\u671f\u95f4\uff0c\u57fa\u4e8e\u5206\u522b\u7531\u53c2\u4e0e\u8005\u548c\u5e73\u53f0\u63d0\u4f9b\u7684\u51fa\u4ef7\u548c\u6fc0\u52b1\uff0c\u5c06\u611f\u6d4b\u4efb\u52a1\u4e0e\u53c2\u4e0e\u8005\u5339\u914d\u3002\u6700\u8fd1\u7684\u6587\u732e\u89e3\u51b3\u4e86\u62cd\u5356\u4e2d\u7684\u4e00\u4e9b\u6311\u6218\uff0c\u5305\u62ec\u4e0d\u771f\u5b9e\u7684\u51fa\u4ef7\u548c\u6076\u610f\u53c2\u4e0e\u8005\u3002\u6211\u4eec\u6700\u8fd1\u7684\u5de5\u4f5c\u5f00\u59cb\u89e3\u51b3\u53e6\u4e00\u9879\u6311\u6218\uff0c\u5373\u5728\u4f20\u611f\u6d3b\u52a8\u4e2d\u6700\u5927\u5316\u6e05\u9664\u7387\uff08CR\uff09\uff0c\u5373\u5b8c\u6210\u7684\u4f20\u611f\u4efb\u52a1\u7684\u767e\u5206\u6bd4\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u76ee\u6807\u51fd\u6570\uff0c\u7528\u4e8e\u5c06\u4efb\u52a1\u4e0e\u53c2\u4e0e\u8005\u5339\u914d\uff0c\u4ee5\u5b9e\u73b0 CR \u6700\u5927\u5316\uff0c\u58f0\u8a89\u611f\u77e5\u7684\u62cd\u5356\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u60e9\u7f5a\u5197\u4f59\u4efb\u52a1\u5206\u914d\uff0c\u5176\u4e2d\u4efb\u52a1\u88ab\u5206\u914d\u7ed9\u591a\u4e2a\u53c2\u4e0e\u8005\uff0c\u8fd9\u53ef\u4ee5\u4e0d\u5fc5\u8981\u5730\u6d88\u8017\u9884\u7b97\u3002\u6211\u4eec\u89c2\u5bdf\u5230\uff0c\u67d0\u4e2a\u4efb\u52a1\u7684\u6295\u6807\u4eba\u8d8a\u5c11\uff0c\u5e94\u8be5\u5206\u914d\u7684\u4f18\u5148\u7ea7\u5c31\u8d8a\u9ad8\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u65b0\u56e0\u7d20\uff0c\u5373\u7ba1\u7406\u62cd\u5356\u7684\u4efb\u52a1\u5197\u4f59\u56e0\u7d20\u3002\u901a\u8fc7\u5728\u4e0d\u540c\u7684\u4f20\u611f\u6d3b\u52a8\u6761\u4ef6\u4e0b\u8fdb\u884c\u5e7f\u6cdb\u7684\u6a21\u62df\uff0c\u5e76\u7ed9\u51fa\u56fa\u5b9a\u7684\u9884\u7b97\uff0c\u6211\u4eec\u8868\u660e\uff0c\u4e0e\u6700\u8fd1\u6587\u732e\u4e2d\u7684\u6700\u9ad8\u6e05\u9664\u7387\u76f8\u6bd4\uff0c\u60e9\u7f5a\u5197\u4f59\uff08\u7ed9\u4e88\u4e0d\u53d7\u6b22\u8fce\u7684\u4efb\u52a1\u66f4\u9ad8\u7684\u4f18\u5148\u7ea7\uff09\u4f1a\u4f7f CR \u663e\u8457\u589e\u52a0\u7ea650\uff05\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<h3 class=\"ql-long-10488686\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\">\n<\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u53d1\u73b0\u5ba2\u6237\u8bc4\u4ef7\u4e2d\u5728<\/strong><\/span><\/p>\n<p><span><strong>\u7ebf\u6b3a\u8bc8\u7fa4\u4f53\u7684\u4e32\u901a\u884c\u4e3a<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Spotting Collusive Behaviour of Online Fraud Groups in Customer Reviews<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u5730\u5740\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">http:\/\/arxiv.org\/abs\/1905.13649<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u4f5c\u8005\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">Sarthika Dhawan, Siva Charan Reddy Gangireddy, Shiv Kumar, Tanmoy Chakraborty<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u6458\u8981\uff1a <\/span><\/strong><span style=\"font-size: 15px\">\u5728\u7ebf\u8bc4\u8bba\u5728\u8d2d\u4e70\u4efb\u4f55\u4ea7\u54c1\u4e4b\u524d\u5728\u51b3\u5b9a\u8d28\u91cf\u65b9\u9762\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u4e0d\u5e78\u7684\u662f\uff0c\u5783\u573e\u90ae\u4ef6\u53d1\u9001\u8005\u7ecf\u5e38\u5229\u7528\u5728\u7ebf\u8bc4\u8bba\u8bba\u575b\u64b0\u5199\u6b3a\u8bc8\u8bc4\u8bba\u6765\u63a8\u5e7f\/\u964d\u7ea7\u67d0\u4e9b\u4ea7\u54c1\u3002\u5f53\u8fd9\u4e9b\u5783\u573e\u90ae\u4ef6\u53d1\u9001\u8005\u4e32\u901a\u5e76\u96c6\u4f53\u6ce8\u5165\u5783\u573e\u90ae\u4ef6\u8bc4\u8bba\u65f6\uff0c\u5b83\u53ef\u80fd\u4f1a\u53d8\u5f97\u66f4\u52a0\u6709\u5bb3\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u5b8c\u5168\u63a7\u5236\u7528\u6237\u7684\u60c5\u7eea\uff0c\u56e0\u4e3a\u5b83\u4eec \u6ce8\u5165\u4e86\u5927\u91cf\u7684\u6b3a\u8bc8\u8bc4\u8bba\u3002\u56e0\u6b64\uff0c\u7fa4\u7ec4\u5783\u573e\u90ae\u4ef6\u68c0\u6d4b\u6bd4\u5355\u4e2a\u7ea7\u522b\u7684\u6b3a\u8bc8\u68c0\u6d4b\u66f4\u5177\u6311\u6218\u6027\uff0c\u56e0\u4e3a\u7fa4\u7ec4\u5b9a\u4e49\u4e0d\u660e\u786e\uff0c\u7fa4\u95f4\u52a8\u6001\u53d8\u5316\uff0c\u6807\u8bb0\u7684\u7fa4\u7ec4\u7ea7\u522b\u5783\u573e\u90ae\u4ef6\u6570\u636e\u7a00\u7f3a\u7b49\u7b49\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u63d0\u51fa DeFrauder\uff0c\u7528\u4e00\u79cd\u65e0\u76d1\u7763\u7684\u68c0\u6d4b\u65b9\u6cd5\u5ba1\u67e5\u7ebf\u4e0a\u6b3a\u8bc8\u56e2\u4f19\u3002\u5b83\u9996\u5148\u901a\u8fc7\u5229\u7528\u57fa\u7840\u4ea7\u54c1\u8bc4\u8bba\u56fe\u8868\u5e76\u7ed3\u5408\u51e0\u79cd\u884c\u4e3a\u4fe1\u53f7\u6765\u68c0\u6d4b\u5019\u9009\u6b3a\u8bc8\u7fa4\u4f53\uff0c\u8fd9\u4e9b\u4fe1\u53f7\u6a21\u62df\u4e86\u8bc4\u8bba\u4e4b\u95f4\u7684\u591a\u65b9\u9762\u534f\u4f5c\u3002\u7136\u540e\uff0c\u5b83\u5c06\u5ba1\u9605\u8005\u6620\u5c04\u5230\u5d4c\u5165\u7a7a\u95f4\uff0c\u5e76\u4e3a\u6bcf\u4e2a\u7ec4\u5206\u914d\u5783\u573e\u90ae\u4ef6\u5206\u6570\uff0c\u4f7f\u5f97\u5305\u542b\u5177\u6709\u9ad8\u5ea6\u76f8\u4f3c\u884c\u4e3a\u7279\u5f81\u7684\u5783\u573e\u90ae\u4ef6\u53d1\u9001\u8005\u7684\u7ec4\u5b9e\u73b0\u9ad8\u5783\u573e\u90ae\u4ef6\u5206\u6570\u3002\u5728\u4e0e\u56db\u4e2a\u771f\u5b9e\u4e16\u754c\u6570\u636e\u96c6\uff08\u5176\u4e2d\u4e24\u4e2a\u7531\u6211\u4eec\u7b56\u5212\uff09\u7684\u4e94\u4e2a\u57fa\u7ebf\u8fdb\u884c\u6bd4\u8f83\u65f6\uff0cDeFrauder \u8868\u73b0\u51fa\u4f18\u5f02\u7684\u6027\u80fd\uff0c\u4f18\u4e8e\u6700\u4f73\u57fa\u7ebf\uff0cNDCG @ 50\uff08\u5e73\u5747\uff09\u8de8\u6570\u636e\u96c6\u9ad8\u51fa17.64\uff05\u3002<\/span><\/p>\n<p class=\"ql-align-justify\">\n<h3 class=\"ql-long-10488686\"><\/h3>\n<\/p>\n<blockquote>\n<p><span>\u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/span><\/p>\n<p><span>\u7f16\u8f91\uff1a\u5b5f\u5a55<\/span><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\">\u58f0\u660e\uff1aArxiv\u6587\u7ae0\u6458\u8981\u7248\u6743\u5f52\u8bba\u6587\u539f\u4f5c\u8005\u6240\u6709\uff0c\u7531\u672c\u4eba\u8fdb\u884c\u7ffb\u8bd1\u6574\u7406\uff0c\u672a\u7ecf\u540c\u610f\u8bf7\u52ff\u968f\u610f\u8f6c\u8f7d\u3002\u672c\u7cfb\u5217\u5728\u5fae\u4fe1\u516c\u4f17\u53f7\u201c\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012\u201d\uff08\u5fae\u4fe1\u53f7netsci\uff09\u548c\u4e2a\u4eba\u535a\u5ba2 https:\/\/www.complexly.me \uff08\u63d0\u4f9bRSS\u8ba2\u9605\uff09\u8fdb\u884c\u540c\u6b65\u66f4\u65b0\u3002<\/p>\n<\/blockquote>\n<p style=\"margin-top: 10px;margin-right: 8px;margin-left: 8px;line-height: 25.6px\">\n<p style=\"margin-top: 10px;margin-right: 8px;margin-left: 8px;line-height: 25.6px\">\n<section>\n<section>\n<section><strong><\/p>\n<p><span><strong>\u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497913&amp;idx=2&amp;sn=84bf1d6c6b12f6b2a6cd4d7cef549579&amp;chksm=e897a234dfe02b22820fdc91cb22723b7461d96a3b7ff58f69b37ce8b80ec5f2242f7f96a3b1&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u63a2\u7d22\u6570\u636e\u96c6\u9009\u62e9\u5bf9\u8861\u91cf\u56fd\u9645\u7814\u7a76\u5408\u4f5c\u7684\u5f71\u54cd \u7b4912\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497912&amp;idx=2&amp;sn=8ef190b094f4e88f9a01151011e5a99e&amp;chksm=e897a235dfe02b2333a7f0a3b9b447b67de492caf0eb5b2911901e61af9ecfe3977c2d2c8acd&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u5171\u4eab\u6c7d\u8f66\u5339\u914d\u7b97\u6cd5\u5982\u4f55\u5bfc\u81f4\u53f8\u6536\u5165\u5de8\u5927\u5dee\u5f02 \u7b4912\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497887&amp;idx=3&amp;sn=6cf4c51bdce8ed581b0e3125faefa763&amp;chksm=e897a212dfe02b043727c4c1e2fe535d97332b6b917619630a2b7abdad24c06dca5f65c79650&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u56fe\u6ce8\u610f\u529b\u81ea\u52a8\u7f16\u7801\u5668 \u7b4931\u7bc7<\/strong><\/a><\/p>\n<p><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497835&amp;idx=3&amp;sn=16c41f79b15a6a40c8477184fc29f623&amp;chksm=e897a2e6dfe02bf0986f7a3c6accd50a6b9372842f8b13fd181a21c6d3c458fc7494c3ac6cd2&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\">\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5d4c\u5957\u6027\uff1a\u89c2\u5bdf\u3001\u6d8c\u73b0\u548c\u542f\u793a \u7b4923\u7bc7<\/strong><\/a><\/p>\n<p><strong style=\"letter-spacing: 0.544px;text-decoration: underline;font-size: 14px\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247497769&amp;idx=3&amp;sn=26224ea6a424c40e51e36d933019dbea&amp;chksm=e897a2a4dfe02bb2efe9ee8ca7c1ef06a726f95f9b019f266b4d99df35d2322ee726f362f43a&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4ec0\u4e48\u662f\u793e\u4f1a\u7ec4\u7ec7\u7684\u71b5\uff1f\u7b498\u7bc7<\/a><\/strong><\/p>\n<p><strong><strong><strong><span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487778&amp;idx=1&amp;sn=c2e77ec93213c4c63f57a777ff10e368&amp;chksm=e8944bafdfe3c2b9d66544dafe7403159473e8c94fd3bc513f5300c353bcec49c0c0b69797af&amp;scene=21#wechat_redirect\" target=\"_blank\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/strong><\/strong><\/p>\n<\/p>\n<section class=\"mpa-template\">\n<section class=\"\">\n<section class=\"\">\n<hr \/>\n<div class=\"post-image\"><img class=\"__bg_gif\" width=\"100%\" style=\"letter-spacing: 0.5px;width: 64px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma1-1559987423.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<p style=\"min-height: 1em\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center\">\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px\">\n<section>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px\">\n<section>\n<p><strong><span>\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p><strong><span>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<\/span><\/strong><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em\"><strong><strong><span><span>\u25c6<\/span><span>\u25c6<\/span><span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p><span><strong><span style=\"font-size: 14px\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<\/p>\n<p><span><strong><span style=\"font-size: 14px\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section>\n<div class=\"post-image\"><img class=\"\" style=\"width: 156px !important\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/06\/swarma2-1559987424.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\" \/><\/div>\n<\/section>\n<p style=\"min-height: 1em\"><span style=\"font-size: 14px\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class=\"keep-source\">\n<p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?timestamp=1559987409&amp;src=3&amp;ver=1&amp;signature=d*SSq0RHcTYSXHN1ZcpndcXwOw-2ZhP0a86jPChkvdl*bxZsOBooBIgsAMbennYVaABHYqxlXsVFOJYWuMT*f9HUepcVIM*BBwFi4r5S75xnkHekkgrtmUASdapfIK5XW*XRuqygPvwuzuToUwCD0a*pjw9Ta5ogoauQTM*t3no=\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6838\u5fc3\u901f\u9012 \u56fe\u4e0a\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u548c\u4f18\u5316; \u4f7f\u7528\u591a\u4e2a\u6307\u6807\u6539\u8fdb\u56fe\u4e2d\u9690\u79c1\u7684\u5ea6\u91cf; \u6211\u4eec\u80fd\u4ece\u8bed\u6599\u5e93\u4e2d\u5f97\u51fa\u660e\u663e\u548c\u9690\u542b\u7684\u504f\u89c1\u5417\uff1f; \u901a\u8fc7\u5728\u624b\u673a\u4f17\u611f\u62cd\u5356\u4e2d\u60e9\u7f5a\u5197\u4f59\u4efb\u52a1\u5206\u914d\u6765\u6700\u5927\u5316\u51fa\u6e05\u7387; \u53d1\u73b0\u5ba2\u6237\u8bc4\u4ef7\u4e2d\u5728\u7ebf\u6b3a\u8bc8\u7fa4\u4f53\u7684\u4e32\u901a\u884c\u4e3a; \u56fe\u4e0a\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u548c\u4f18\u5316 \u539f\u6587\u6807\u9898\uff1a End to end learning and opti&#8230;<\/p>\n","protected":false},"author":1,"featured_media":15981,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/15980"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15980"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/15980\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/15981"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15980"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=15980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}